{"id":"W3039104239","doi":"10.2139/ssrn.3554101","title":"Does Limited Liability Matter? Evidence from a Quasi-Natural Experiment","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; University of Calgary","funders":"","keywords":"Natural experiment; Natural (archaeology); Liability; Business; Environmental science; Mathematics; Geography; Accounting; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05822538,0.0008308621,0.002374356,0.000525533,0.00170099,0.002842404,0.002548736,0.005601353,0.03535841],"category_scores_gemma":[0.1121957,0.0007516841,0.001523642,0.0006000112,0.006250164,0.003836587,0.001319957,0.002829822,0.003044158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006227051,"about_ca_system_score_gemma":0.001273675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746116,"about_ca_topic_score_gemma":0.001291437,"domain_scores_codex":[0.9623352,0.02994576,0.001247675,0.003847962,0.001630012,0.0009933076],"domain_scores_gemma":[0.4743903,0.4469325,0.04476383,0.02764862,0.002751531,0.003513184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3180607,0.07465012,0.2805685,0.005725198,0.01471813,0.006868953,0.01125332,0.006602048,0.01543989,0.1753603,0.0209718,0.06978118],"study_design_scores_gemma":[0.1290597,0.06918947,0.400978,0.0009104447,0.01009507,0.004015209,0.004613942,0.0300844,0.007345116,0.3079703,0.03514667,0.0005917217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546794,0.002011691,0.01691255,0.00775755,0.0007447152,0.001453062,0.002457662,0.0001107723,0.0138726],"genre_scores_gemma":[0.9888499,0.0003244683,0.002877459,0.002412132,0.0002767966,0.0007467202,0.0005592228,0.00002603453,0.003927192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05822538,"threshold_uncertainty_score":0.3079289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516228884766642,"score_gpt":0.2258381623519875,"score_spread":0.2006758735043211,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}